Concepedia

Liangkun Deng

LD

3

Publications

47

Citations

3

H-Index

2022

Active since

Affiliations

Wuhan University(Current)

University of Oxford

Liangkun Deng is an author at Wuhan University specializing in geography, flood risk management, and civil engineering.

Top concepts

GeographyHydrologyEngineeringData ScienceGraph TheoryWater ResourcesNetwork AnalysisCivil EngineeringFlood Risk ManagementHydrological Modeling

Publications per year

2022–2025

3

Publications

3

A spatiotemporal graph convolution-based model for daily runoff prediction in a river network with non-Euclidean topological structure

Liangkun Deng, Xiang Zhang, Shiyong Tao et al. · Stochastic Environmental Research and Risk Assessment · 2022 · 20 citations

Daily Runoff Prediction, Engineering, Graph Theory +12

Integrating Euclidean and non-Euclidean spatial information for deep learning-based spatiotemporal hydrological simulation

Liangkun Deng, Xiang Zhang, Louise Slater et al. · Journal of Hydrology · 2024 · 17 citations

Challenges and opportunities of ML and explainable AI in large-sample hydrology

Louise Slater, Georgios Blougouras, Liangkun Deng et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2025 · 10 citations · Full text

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